KAERRO

Product & Workflow

Kaerro provides a vendor‑neutral edge overlay for mammography. Our small‑form hardware kit (NUC/Jetson class) runs local inference on DICOM images, producing PR/SEG overlays, heatmaps and density classes (C/D) for decision support. Outputs can optionally be exported as PDF or JSON.

Edge Kit

Small‑form device with Smart Sync™ and a secure queue for DICOM ingest and results export.

PACS Round‑Trip

Overlay objects (PR/SEG) are written back to PACS; JSON and PDF exports enable audit and secondary review.

Monitoring

Uptime, throughput and threshold metrics are recorded to support triage and operational oversight.

Workflow

  1. Ingest: Mammography studies (DICOM) are sent to the Kaerro edge node via C‑STORE or DICOMweb STOW. No PHI leaves the site.
  2. Analyse: The local model infers density (BI‑RADS C/D), generates attention maps and identifies salient regions. Thresholds are configurable to triage studies.
  3. Return Results: Presentation States (PR) and/or Segmentation objects (SEG) are written back to PACS. Clinicians can view heatmaps and structured summaries within their standard workflow.
  4. Review & Export: JSON summaries containing study ID, density class, BI‑RADS‑style category, findings and notes can be exported for research or quality programmes.

The workflow above is provided for informational purposes and does not constitute medical advice. Kaerro’s tools support clinicians in prioritising and triaging studies; they are not intended to diagnose or treat disease.